Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 7000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 984.5 KiB |
| Average record size in memory | 144.0 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 14 |
ID has a high cardinality: 7000 distinct values | High cardinality |
키(cm) is highly overall correlated with 몸무게(kg) and 1 other fields | High correlation |
몸무게(kg) is highly overall correlated with 키(cm) and 2 other fields | High correlation |
BMI is highly overall correlated with 몸무게(kg) | High correlation |
콜레스테롤 is highly overall correlated with 저밀도지단백 | High correlation |
저밀도지단백 is highly overall correlated with 콜레스테롤 | High correlation |
헤모글로빈 is highly overall correlated with 키(cm) and 1 other fields | High correlation |
요 단백 is highly imbalanced (83.5%) | Imbalance |
ID is uniformly distributed | Uniform |
ID has unique values | Unique |
Reproduction
| Analysis started | 2023-08-17 07:11:04.855388 |
|---|---|
| Analysis finished | 2023-08-17 07:11:56.011661 |
| Duration | 51.16 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
ID
Categorical
HIGH CARDINALITY UNIFORM UNIQUE
| Distinct | 7000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.8 KiB |
| TRAIN_0000 | 1 |
|---|---|
| TRAIN_4663 | 1 |
| TRAIN_4674 | 1 |
| TRAIN_4673 | 1 |
| TRAIN_4672 | 1 |
| Other values (6995) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 70000 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | TRAIN_0000 |
|---|---|
| 2nd row | TRAIN_0001 |
| 3rd row | TRAIN_0002 |
| 4th row | TRAIN_0003 |
| 5th row | TRAIN_0004 |
Common Values
| Value | Count | Frequency (%) |
| TRAIN_0000 | 1 | < 0.1% |
| TRAIN_4663 | 1 | < 0.1% |
| TRAIN_4674 | 1 | < 0.1% |
| TRAIN_4673 | 1 | < 0.1% |
| TRAIN_4672 | 1 | < 0.1% |
| TRAIN_4671 | 1 | < 0.1% |
| TRAIN_4670 | 1 | < 0.1% |
| TRAIN_4669 | 1 | < 0.1% |
| TRAIN_4668 | 1 | < 0.1% |
| TRAIN_4667 | 1 | < 0.1% |
| Other values (6990) | 6990 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| train_0000 | 1 | < 0.1% |
| train_0013 | 1 | < 0.1% |
| train_0003 | 1 | < 0.1% |
| train_0004 | 1 | < 0.1% |
| train_0005 | 1 | < 0.1% |
| train_0006 | 1 | < 0.1% |
| train_0007 | 1 | < 0.1% |
| train_0008 | 1 | < 0.1% |
| train_0009 | 1 | < 0.1% |
| train_0010 | 1 | < 0.1% |
| Other values (6990) | 6990 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 7000 | |
| R | 7000 | |
| A | 7000 | |
| I | 7000 | |
| N | 7000 | |
| _ | 7000 | |
| 0 | 3100 | 4.4% |
| 4 | 3100 | 4.4% |
| 6 | 3100 | 4.4% |
| 3 | 3100 | 4.4% |
| Other values (6) | 15600 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 35000 | |
| Decimal Number | 28000 | |
| Connector Punctuation | 7000 | 10.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3100 | |
| 4 | 3100 | |
| 6 | 3100 | |
| 3 | 3100 | |
| 2 | 3100 | |
| 1 | 3100 | |
| 5 | 3100 | |
| 7 | 2100 | |
| 9 | 2100 | |
| 8 | 2100 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 7000 | |
| R | 7000 | |
| A | 7000 | |
| I | 7000 | |
| N | 7000 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 7000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 35000 | |
| Common | 35000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 7000 | |
| 0 | 3100 | |
| 4 | 3100 | |
| 6 | 3100 | |
| 3 | 3100 | |
| 2 | 3100 | |
| 1 | 3100 | |
| 5 | 3100 | |
| 7 | 2100 | 6.0% |
| 9 | 2100 | 6.0% |
Latin
| Value | Count | Frequency (%) |
| T | 7000 | |
| R | 7000 | |
| A | 7000 | |
| I | 7000 | |
| N | 7000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 7000 | |
| R | 7000 | |
| A | 7000 | |
| I | 7000 | |
| N | 7000 | |
| _ | 7000 | |
| 0 | 3100 | 4.4% |
| 4 | 3100 | 4.4% |
| 6 | 3100 | 4.4% |
| 3 | 3100 | 4.4% |
| Other values (6) | 15600 |
나이
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.973571 |
| Minimum | 20 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 35 |
| median | 40 |
| Q3 | 50 |
| 95-th percentile | 65 |
| Maximum | 85 |
| Range | 65 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.063793 |
|---|---|
| Coefficient of variation (CV) | 0.27434189 |
| Kurtosis | -0.14377817 |
| Mean | 43.973571 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2919904 |
| Sum | 307815 |
| Variance | 145.53509 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 40 | 1904 | |
| 45 | 902 | |
| 60 | 726 | 10.4% |
| 50 | 682 | 9.7% |
| 55 | 623 | 8.9% |
| 35 | 580 | 8.3% |
| 30 | 532 | 7.6% |
| 25 | 456 | 6.5% |
| 20 | 201 | 2.9% |
| 65 | 168 | 2.4% |
| Other values (4) | 226 | 3.2% |
| Value | Count | Frequency (%) |
| 20 | 201 | 2.9% |
| 25 | 456 | 6.5% |
| 30 | 532 | 7.6% |
| 35 | 580 | 8.3% |
| 40 | 1904 | |
| 45 | 902 | |
| 50 | 682 | 9.7% |
| 55 | 623 | 8.9% |
| 60 | 726 | 10.4% |
| 65 | 168 | 2.4% |
| Value | Count | Frequency (%) |
| 85 | 3 | < 0.1% |
| 80 | 29 | 0.4% |
| 75 | 77 | 1.1% |
| 70 | 117 | 1.7% |
| 65 | 168 | 2.4% |
| 60 | 726 | 10.4% |
| 55 | 623 | 8.9% |
| 50 | 682 | 9.7% |
| 45 | 902 | |
| 40 | 1904 |
키(cm)
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164.78143 |
| Minimum | 135 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 160 |
| median | 165 |
| Q3 | 170 |
| 95-th percentile | 180 |
| Maximum | 190 |
| Range | 55 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.1702133 |
|---|---|
| Coefficient of variation (CV) | 0.055650769 |
| Kurtosis | -0.60305679 |
| Mean | 164.78143 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.17587909 |
| Sum | 1153470 |
| Variance | 84.092811 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 170 | 1414 | |
| 165 | 1248 | |
| 160 | 1121 | |
| 175 | 1064 | |
| 155 | 952 | |
| 150 | 538 | 7.7% |
| 180 | 404 | 5.8% |
| 145 | 144 | 2.1% |
| 185 | 79 | 1.1% |
| 140 | 33 | 0.5% |
| Other values (2) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 135 | 1 | < 0.1% |
| 140 | 33 | 0.5% |
| 145 | 144 | 2.1% |
| 150 | 538 | 7.7% |
| 155 | 952 | |
| 160 | 1121 | |
| 165 | 1248 | |
| 170 | 1414 | |
| 175 | 1064 | |
| 180 | 404 | 5.8% |
| Value | Count | Frequency (%) |
| 190 | 2 | < 0.1% |
| 185 | 79 | 1.1% |
| 180 | 404 | 5.8% |
| 175 | 1064 | |
| 170 | 1414 | |
| 165 | 1248 | |
| 160 | 1121 | |
| 155 | 952 | |
| 150 | 538 | 7.7% |
| 145 | 144 | 2.1% |
몸무게(kg)
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.932857 |
| Minimum | 30 |
|---|---|
| Maximum | 130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 55 |
| median | 65 |
| Q3 | 75 |
| 95-th percentile | 90 |
| Maximum | 130 |
| Range | 100 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.978702 |
|---|---|
| Coefficient of variation (CV) | 0.19684725 |
| Kurtosis | 0.41951061 |
| Mean | 65.932857 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.55559457 |
| Sum | 461530 |
| Variance | 168.4467 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 70 | 1017 | |
| 65 | 1002 | |
| 60 | 974 | |
| 55 | 954 | |
| 75 | 762 | |
| 50 | 692 | |
| 80 | 520 | |
| 45 | 293 | 4.2% |
| 85 | 292 | 4.2% |
| 90 | 195 | 2.8% |
| Other values (11) | 299 | 4.3% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 35 | 10 | 0.1% |
| 40 | 63 | 0.9% |
| 45 | 293 | 4.2% |
| 50 | 692 | |
| 55 | 954 | |
| 60 | 974 | |
| 65 | 1002 | |
| 70 | 1017 | |
| 75 | 762 |
| Value | Count | Frequency (%) |
| 130 | 1 | < 0.1% |
| 125 | 3 | < 0.1% |
| 120 | 4 | 0.1% |
| 115 | 6 | 0.1% |
| 110 | 11 | 0.2% |
| 105 | 29 | 0.4% |
| 100 | 64 | 0.9% |
| 95 | 107 | 1.5% |
| 90 | 195 | |
| 85 | 292 |
BMI
Real number (ℝ)
| Distinct | 117 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.144423 |
| Minimum | 14.27 |
|---|---|
| Maximum | 42.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 14.27 |
|---|---|
| 5-th percentile | 19.02 |
| Q1 | 21.6 |
| median | 23.88 |
| Q3 | 26.12 |
| 95-th percentile | 30.86 |
| Maximum | 42.45 |
| Range | 28.18 |
| Interquartile range (IQR) | 4.52 |
Descriptive statistics
| Standard deviation | 3.5019451 |
|---|---|
| Coefficient of variation (CV) | 0.14504157 |
| Kurtosis | 0.8589093 |
| Mean | 24.144423 |
| Median Absolute Deviation (MAD) | 2.24 |
| Skewness | 0.61165357 |
| Sum | 169010.96 |
| Variance | 12.263619 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24.22 | 313 | 4.5% |
| 23.88 | 279 | 4.0% |
| 22.49 | 276 | 3.9% |
| 21.48 | 269 | 3.8% |
| 22.89 | 252 | 3.6% |
| 22.04 | 248 | 3.5% |
| 23.44 | 246 | 3.5% |
| 25.95 | 238 | 3.4% |
| 22.86 | 236 | 3.4% |
| 25.71 | 232 | 3.3% |
| Other values (107) | 4411 |
| Value | Count | Frequency (%) |
| 14.27 | 1 | < 0.1% |
| 15.56 | 3 | < 0.1% |
| 15.57 | 4 | 0.1% |
| 15.62 | 5 | 0.1% |
| 16.33 | 6 | 0.1% |
| 16.53 | 10 | 0.1% |
| 16.65 | 27 | |
| 17.3 | 18 | 0.3% |
| 17.53 | 1 | < 0.1% |
| 17.58 | 52 |
| Value | Count | Frequency (%) |
| 42.45 | 1 | < 0.1% |
| 41.62 | 1 | < 0.1% |
| 40.82 | 3 | |
| 39.18 | 2 | < 0.1% |
| 38.06 | 2 | < 0.1% |
| 37.78 | 1 | < 0.1% |
| 37.55 | 3 | |
| 37.46 | 2 | < 0.1% |
| 37.04 | 1 | < 0.1% |
| 36.73 | 5 |
시력
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.01165 |
| Minimum | 0.1 |
|---|---|
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.8 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 9.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.42782848 |
|---|---|
| Coefficient of variation (CV) | 0.42290168 |
| Kurtosis | 72.715143 |
| Mean | 1.01165 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 5.8126143 |
| Sum | 7081.55 |
| Variance | 0.18303721 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 1.2 | 801 | |
| 1 | 751 | 10.7% |
| 1.1 | 748 | 10.7% |
| 1.5 | 507 | 7.2% |
| 1.35 | 496 | 7.1% |
| 0.95 | 440 | 6.3% |
| 0.9 | 432 | 6.2% |
| 0.8 | 326 | 4.7% |
| 0.75 | 273 | 3.9% |
| 0.7 | 264 | 3.8% |
| Other values (39) | 1962 |
| Value | Count | Frequency (%) |
| 0.1 | 14 | 0.2% |
| 0.15 | 6 | 0.1% |
| 0.2 | 25 | 0.4% |
| 0.25 | 26 | 0.4% |
| 0.3 | 39 | |
| 0.35 | 60 | |
| 0.4 | 2 | < 0.1% |
| 0.4 | 78 | |
| 0.45 | 28 | 0.4% |
| 0.45 | 65 |
| Value | Count | Frequency (%) |
| 9.9 | 1 | < 0.1% |
| 5.95 | 1 | < 0.1% |
| 5.7 | 6 | |
| 5.55 | 3 | < 0.1% |
| 5.45 | 8 | |
| 5.35 | 3 | < 0.1% |
| 5.3 | 3 | < 0.1% |
| 5.25 | 1 | < 0.1% |
| 5.1 | 1 | < 0.1% |
| 5.05 | 1 | < 0.1% |
충치
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 5408 | |
| 1 | 1592 | 22.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 5408 | |
| 1 | 1592 | 22.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5408 | |
| 1 | 1592 | 22.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5408 | |
| 1 | 1592 | 22.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5408 | |
| 1 | 1592 | 22.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5408 | |
| 1 | 1592 | 22.7% |
공복 혈당
Real number (ℝ)
| Distinct | 172 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.331857 |
| Minimum | 57 |
|---|---|
| Maximum | 386 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 57 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 89 |
| median | 96 |
| Q3 | 104 |
| 95-th percentile | 129 |
| Maximum | 386 |
| Range | 329 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 21.12967 |
|---|---|
| Coefficient of variation (CV) | 0.21271796 |
| Kurtosis | 33.489727 |
| Mean | 99.331857 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.5023756 |
| Sum | 695323 |
| Variance | 446.46294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 97 | 279 | 4.0% |
| 92 | 270 | 3.9% |
| 94 | 268 | 3.8% |
| 98 | 266 | 3.8% |
| 95 | 263 | 3.8% |
| 90 | 262 | 3.7% |
| 93 | 253 | 3.6% |
| 96 | 252 | 3.6% |
| 99 | 244 | 3.5% |
| 91 | 242 | 3.5% |
| Other values (162) | 4401 |
| Value | Count | Frequency (%) |
| 57 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 61 | 2 | < 0.1% |
| 64 | 1 | < 0.1% |
| 65 | 6 | |
| 66 | 1 | < 0.1% |
| 67 | 4 | 0.1% |
| 68 | 2 | < 0.1% |
| 69 | 2 | < 0.1% |
| 70 | 11 |
| Value | Count | Frequency (%) |
| 386 | 1 | |
| 375 | 1 | |
| 342 | 1 | |
| 314 | 1 | |
| 313 | 1 | |
| 308 | 1 | |
| 302 | 1 | |
| 290 | 1 | |
| 288 | 1 | |
| 285 | 1 |
혈압
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.532857 |
| Minimum | 14 |
|---|---|
| Maximum | 91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 40 |
| median | 45 |
| Q3 | 50 |
| 95-th percentile | 61 |
| Maximum | 91 |
| Range | 77 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.820611 |
|---|---|
| Coefficient of variation (CV) | 0.19371969 |
| Kurtosis | 0.84124374 |
| Mean | 45.532857 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.48571352 |
| Sum | 318730 |
| Variance | 77.803178 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 870 | 12.4% |
| 50 | 618 | 8.8% |
| 42 | 389 | 5.6% |
| 44 | 347 | 5.0% |
| 48 | 310 | 4.4% |
| 46 | 310 | 4.4% |
| 38 | 238 | 3.4% |
| 45 | 238 | 3.4% |
| 52 | 231 | 3.3% |
| 43 | 217 | 3.1% |
| Other values (60) | 3232 |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 7 | |
| 21 | 4 | 0.1% |
| 22 | 3 | < 0.1% |
| 23 | 4 | 0.1% |
| 24 | 6 | |
| 25 | 9 | |
| 26 | 11 |
| Value | Count | Frequency (%) |
| 91 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 82 | 5 | |
| 81 | 1 | < 0.1% |
| 80 | 4 | |
| 79 | 3 | |
| 78 | 2 | < 0.1% |
| 77 | 3 |
중성 지방
Real number (ℝ)
| Distinct | 371 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.14471 |
| Minimum | 21 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 74 |
| median | 107 |
| Q3 | 161 |
| 95-th percentile | 283 |
| Maximum | 999 |
| Range | 978 |
| Interquartile range (IQR) | 87 |
Descriptive statistics
| Standard deviation | 73.918492 |
|---|---|
| Coefficient of variation (CV) | 0.58137291 |
| Kurtosis | 4.0674762 |
| Mean | 127.14471 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 1.491658 |
| Sum | 890013 |
| Variance | 5463.9435 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 71 | 81 | 1.2% |
| 58 | 77 | 1.1% |
| 82 | 74 | 1.1% |
| 83 | 72 | 1.0% |
| 80 | 69 | 1.0% |
| 70 | 67 | 1.0% |
| 77 | 66 | 0.9% |
| 68 | 64 | 0.9% |
| 86 | 64 | 0.9% |
| 78 | 64 | 0.9% |
| Other values (361) | 6302 |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 23 | 3 | < 0.1% |
| 25 | 4 | 0.1% |
| 26 | 1 | < 0.1% |
| 27 | 7 | |
| 28 | 6 | |
| 29 | 11 | |
| 30 | 8 | |
| 31 | 11 | |
| 32 | 8 |
| Value | Count | Frequency (%) |
| 999 | 1 | < 0.1% |
| 399 | 1 | < 0.1% |
| 398 | 1 | < 0.1% |
| 397 | 6 | |
| 396 | 1 | < 0.1% |
| 394 | 3 | |
| 393 | 2 | < 0.1% |
| 391 | 3 | |
| 389 | 1 | < 0.1% |
| 388 | 3 |
혈청 크레아티닌
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8849 |
| Minimum | 0.1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.8 |
| median | 0.9 |
| Q3 | 1 |
| 95-th percentile | 1.2 |
| Maximum | 10 |
| Range | 9.9 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.24152263 |
|---|---|
| Coefficient of variation (CV) | 0.27293777 |
| Kurtosis | 391.41776 |
| Mean | 0.8849 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 11.957205 |
| Sum | 6194.3 |
| Variance | 0.05833318 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0.9 | 1449 | |
| 0.8 | 1314 | |
| 1 | 1245 | |
| 0.7 | 966 | |
| 1.1 | 707 | |
| 0.6 | 550 | 7.9% |
| 1.2 | 374 | 5.3% |
| 0.5 | 201 | 2.9% |
| 1.3 | 99 | 1.4% |
| 1.4 | 39 | 0.6% |
| Other values (13) | 56 | 0.8% |
| Value | Count | Frequency (%) |
| 0.1 | 2 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.4 | 24 | 0.3% |
| 0.5 | 201 | 2.9% |
| 0.6 | 550 | 7.9% |
| 0.7 | 966 | |
| 0.8 | 1314 | |
| 0.9 | 1449 | |
| 1 | 1245 | |
| 1.1 | 707 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 7.4 | 1 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 2.6 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 2 | 3 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| 1.7 | 2 | < 0.1% |
| 1.6 | 7 | |
| 1.5 | 11 |
콜레스테롤
Real number (ℝ)
| Distinct | 232 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.27657 |
| Minimum | 86 |
|---|---|
| Maximum | 395 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 86 |
|---|---|
| 5-th percentile | 142 |
| Q1 | 173 |
| median | 195 |
| Q3 | 219 |
| 95-th percentile | 259 |
| Maximum | 395 |
| Range | 309 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 36.306494 |
|---|---|
| Coefficient of variation (CV) | 0.18403855 |
| Kurtosis | 0.71887429 |
| Mean | 197.27657 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.41905168 |
| Sum | 1380936 |
| Variance | 1318.1615 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 185 | 109 | 1.6% |
| 193 | 97 | 1.4% |
| 216 | 92 | 1.3% |
| 187 | 91 | 1.3% |
| 210 | 90 | 1.3% |
| 201 | 87 | 1.2% |
| 199 | 86 | 1.2% |
| 207 | 86 | 1.2% |
| 182 | 85 | 1.2% |
| 186 | 84 | 1.2% |
| Other values (222) | 6093 |
| Value | Count | Frequency (%) |
| 86 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 98 | 4 | |
| 100 | 1 | < 0.1% |
| 101 | 2 | < 0.1% |
| 102 | 2 | < 0.1% |
| 103 | 1 | < 0.1% |
| 104 | 1 | < 0.1% |
| 106 | 6 |
| Value | Count | Frequency (%) |
| 395 | 1 | |
| 386 | 1 | |
| 380 | 1 | |
| 375 | 1 | |
| 369 | 1 | |
| 366 | 1 | |
| 363 | 1 | |
| 351 | 1 | |
| 338 | 1 | |
| 333 | 1 |
고밀도지단백
Real number (ℝ)
| Distinct | 104 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.355429 |
| Minimum | 18 |
|---|---|
| Maximum | 157 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 47 |
| median | 55 |
| Q3 | 66 |
| 95-th percentile | 83 |
| Maximum | 157 |
| Range | 139 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.506945 |
|---|---|
| Coefficient of variation (CV) | 0.25293063 |
| Kurtosis | 1.42488 |
| Mean | 57.355429 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.85271567 |
| Sum | 401488 |
| Variance | 210.45145 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 236 | 3.4% |
| 48 | 214 | 3.1% |
| 51 | 212 | 3.0% |
| 54 | 210 | 3.0% |
| 58 | 207 | 3.0% |
| 47 | 205 | 2.9% |
| 55 | 202 | 2.9% |
| 49 | 198 | 2.8% |
| 52 | 190 | 2.7% |
| 56 | 189 | 2.7% |
| Other values (94) | 4937 |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 24 | 4 | 0.1% |
| 25 | 2 | < 0.1% |
| 26 | 3 | < 0.1% |
| 27 | 5 | 0.1% |
| 28 | 7 | |
| 29 | 6 | 0.1% |
| 30 | 9 | |
| 31 | 15 |
| Value | Count | Frequency (%) |
| 157 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 132 | 1 | < 0.1% |
| 131 | 1 | < 0.1% |
| 127 | 1 | < 0.1% |
| 125 | 3 | |
| 123 | 3 | |
| 121 | 2 | |
| 119 | 1 | < 0.1% |
| 118 | 2 |
저밀도지단백
Real number (ℝ)
| Distinct | 224 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.34686 |
| Minimum | 1 |
|---|---|
| Maximum | 1340 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 92 |
| median | 113 |
| Q3 | 136 |
| 95-th percentile | 172 |
| Maximum | 1340 |
| Range | 1339 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 41.788153 |
|---|---|
| Coefficient of variation (CV) | 0.36228254 |
| Kurtosis | 211.83953 |
| Mean | 115.34686 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 8.6533564 |
| Sum | 807428 |
| Variance | 1746.2497 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 108 | 96 | 1.4% |
| 99 | 95 | 1.4% |
| 107 | 95 | 1.4% |
| 103 | 93 | 1.3% |
| 97 | 92 | 1.3% |
| 110 | 91 | 1.3% |
| 101 | 91 | 1.3% |
| 96 | 89 | 1.3% |
| 121 | 88 | 1.3% |
| 109 | 87 | 1.2% |
| Other values (214) | 6083 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 12 | 2 | |
| 15 | 1 | < 0.1% |
| 16 | 3 | |
| 18 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 26 | 3 |
| Value | Count | Frequency (%) |
| 1340 | 1 | |
| 1120 | 1 | |
| 1070 | 1 | |
| 910 | 1 | |
| 590 | 1 | |
| 307 | 1 | |
| 295 | 1 | |
| 293 | 1 | |
| 292 | 1 | |
| 282 | 1 |
헤모글로빈
Real number (ℝ)
| Distinct | 115 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.631914 |
| Minimum | 4.9 |
|---|---|
| Maximum | 20.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 4.9 |
|---|---|
| 5-th percentile | 12.2 |
| Q1 | 13.6 |
| median | 14.8 |
| Q3 | 15.7 |
| 95-th percentile | 16.805 |
| Maximum | 20.9 |
| Range | 16 |
| Interquartile range (IQR) | 2.1 |
Descriptive statistics
| Standard deviation | 1.5409072 |
|---|---|
| Coefficient of variation (CV) | 0.10531139 |
| Kurtosis | 0.98713351 |
| Mean | 14.631914 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.55880791 |
| Sum | 102423.4 |
| Variance | 2.374395 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15.2 | 202 | 2.9% |
| 15.6 | 200 | 2.9% |
| 15.3 | 188 | 2.7% |
| 15 | 185 | 2.6% |
| 15.7 | 182 | 2.6% |
| 14.7 | 182 | 2.6% |
| 15.1 | 178 | 2.5% |
| 14.9 | 176 | 2.5% |
| 14.6 | 174 | 2.5% |
| 15.5 | 174 | 2.5% |
| Other values (105) | 5159 |
| Value | Count | Frequency (%) |
| 4.9 | 1 | < 0.1% |
| 6.2 | 1 | < 0.1% |
| 7.2 | 1 | < 0.1% |
| 7.6 | 1 | < 0.1% |
| 7.7 | 1 | < 0.1% |
| 7.9 | 2 | |
| 8 | 2 | |
| 8.3 | 3 | |
| 8.6 | 2 | |
| 8.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20.9 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19.3 | 1 | < 0.1% |
| 19.1 | 2 | |
| 18.8 | 4 | |
| 18.7 | 2 | |
| 18.6 | 1 | < 0.1% |
| 18.5 | 2 | |
| 18.4 | 2 | |
| 18.3 | 4 |
요 단백
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.8 KiB |
| 1 | |
|---|---|
| 2 | 231 |
| 3 | 107 |
| 4 | 34 |
| 5 | 10 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7000 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6618 | |
| 2 | 231 | 3.3% |
| 3 | 107 | 1.5% |
| 4 | 34 | 0.5% |
| 5 | 10 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6618 | |
| 2 | 231 | 3.3% |
| 3 | 107 | 1.5% |
| 4 | 34 | 0.5% |
| 5 | 10 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6618 | |
| 2 | 231 | 3.3% |
| 3 | 107 | 1.5% |
| 4 | 34 | 0.5% |
| 5 | 10 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6618 | |
| 2 | 231 | 3.3% |
| 3 | 107 | 1.5% |
| 4 | 34 | 0.5% |
| 5 | 10 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 6618 | |
| 2 | 231 | 3.3% |
| 3 | 107 | 1.5% |
| 4 | 34 | 0.5% |
| 5 | 10 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 6618 | |
| 2 | 231 | 3.3% |
| 3 | 107 | 1.5% |
| 4 | 34 | 0.5% |
| 5 | 10 | 0.1% |
간 효소율
Real number (ℝ)
| Distinct | 238 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1446957 |
| Minimum | 0.14 |
|---|---|
| Maximum | 5.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.8 KiB |
Quantile statistics
| Minimum | 0.14 |
|---|---|
| 5-th percentile | 0.57 |
| Q1 | 0.84 |
| median | 1.1 |
| Q3 | 1.38 |
| 95-th percentile | 1.88 |
| Maximum | 5.67 |
| Range | 5.53 |
| Interquartile range (IQR) | 0.54 |
Descriptive statistics
| Standard deviation | 0.43273479 |
|---|---|
| Coefficient of variation (CV) | 0.37803478 |
| Kurtosis | 8.6547245 |
| Mean | 1.1446957 |
| Median Absolute Deviation (MAD) | 0.26 |
| Skewness | 1.6554149 |
| Sum | 8012.87 |
| Variance | 0.1872594 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 284 | 4.1% |
| 1.5 | 142 | 2.0% |
| 1.33 | 128 | 1.8% |
| 1.12 | 112 | 1.6% |
| 0.96 | 104 | 1.5% |
| 1.2 | 99 | 1.4% |
| 1.29 | 98 | 1.4% |
| 1.05 | 98 | 1.4% |
| 0.88 | 97 | 1.4% |
| 0.95 | 97 | 1.4% |
| Other values (228) | 5741 |
| Value | Count | Frequency (%) |
| 0.14 | 1 | < 0.1% |
| 0.29 | 1 | < 0.1% |
| 0.31 | 1 | < 0.1% |
| 0.32 | 1 | < 0.1% |
| 0.34 | 2 | < 0.1% |
| 0.36 | 3 | |
| 0.37 | 3 | |
| 0.38 | 2 | < 0.1% |
| 0.39 | 6 | |
| 0.4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.67 | 1 | < 0.1% |
| 5.47 | 1 | < 0.1% |
| 5.33 | 1 | < 0.1% |
| 5.17 | 1 | < 0.1% |
| 4.17 | 1 | < 0.1% |
| 4 | 5 | |
| 3.8 | 3 | |
| 3.59 | 1 | < 0.1% |
| 3.52 | 2 | < 0.1% |
| 3.5 | 1 | < 0.1% |
label
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4429 | |
| 1 | 2571 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4429 | |
| 1 | 2571 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4429 | |
| 1 | 2571 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4429 | |
| 1 | 2571 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4429 | |
| 1 | 2571 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4429 | |
| 1 | 2571 |
| 나이 | 키(cm) | 몸무게(kg) | BMI | 시력 | 공복 혈당 | 혈압 | 중성 지방 | 혈청 크레아티닌 | 콜레스테롤 | 고밀도지단백 | 저밀도지단백 | 헤모글로빈 | 간 효소율 | 충치 | 요 단백 | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 나이 | 1.000 | -0.500 | -0.341 | -0.063 | -0.360 | 0.201 | 0.115 | 0.032 | -0.189 | 0.065 | 0.021 | 0.052 | -0.324 | 0.213 | 0.122 | 0.033 | 0.186 |
| 키(cm) | -0.500 | 1.000 | 0.703 | 0.178 | 0.267 | 0.034 | 0.034 | 0.167 | 0.483 | -0.070 | -0.234 | -0.043 | 0.571 | -0.312 | 0.075 | 0.019 | 0.428 |
| 몸무게(kg) | -0.341 | 0.703 | 1.000 | 0.804 | 0.202 | 0.173 | 0.141 | 0.363 | 0.436 | 0.032 | -0.394 | 0.059 | 0.544 | -0.485 | 0.061 | 0.015 | 0.328 |
| BMI | -0.063 | 0.178 | 0.804 | 1.000 | 0.059 | 0.219 | 0.179 | 0.374 | 0.211 | 0.104 | -0.363 | 0.119 | 0.292 | -0.424 | 0.020 | 0.000 | 0.134 |
| 시력 | -0.360 | 0.267 | 0.202 | 0.059 | 1.000 | -0.047 | -0.061 | 0.042 | 0.120 | 0.001 | -0.034 | 0.001 | 0.195 | -0.118 | 0.036 | 0.000 | 0.092 |
| 공복 혈당 | 0.201 | 0.034 | 0.173 | 0.219 | -0.047 | 1.000 | 0.125 | 0.269 | 0.078 | 0.056 | -0.141 | 0.013 | 0.117 | -0.181 | 0.000 | 0.102 | 0.105 |
| 혈압 | 0.115 | 0.034 | 0.141 | 0.179 | -0.061 | 0.125 | 1.000 | 0.105 | 0.026 | -0.012 | -0.054 | -0.028 | 0.055 | -0.074 | 0.000 | 0.031 | 0.051 |
| 중성 지방 | 0.032 | 0.167 | 0.363 | 0.374 | 0.042 | 0.269 | 0.105 | 1.000 | 0.165 | 0.247 | -0.475 | 0.072 | 0.303 | -0.357 | 0.022 | 0.014 | 0.228 |
| 혈청 크레아티닌 | -0.189 | 0.483 | 0.436 | 0.211 | 0.120 | 0.078 | 0.026 | 0.165 | 1.000 | 0.018 | -0.225 | 0.051 | 0.499 | -0.221 | 0.000 | 0.192 | 0.129 |
| 콜레스테롤 | 0.065 | -0.070 | 0.032 | 0.104 | 0.001 | 0.056 | -0.012 | 0.247 | 0.018 | 1.000 | 0.149 | 0.884 | 0.067 | -0.093 | 0.016 | 0.000 | 0.022 |
| 고밀도지단백 | 0.021 | -0.234 | -0.394 | -0.363 | -0.034 | -0.141 | -0.054 | -0.475 | -0.225 | 0.149 | 1.000 | -0.057 | -0.284 | 0.342 | 0.000 | 0.013 | 0.188 |
| 저밀도지단백 | 0.052 | -0.043 | 0.059 | 0.119 | 0.001 | 0.013 | -0.028 | 0.072 | 0.051 | 0.884 | -0.057 | 1.000 | 0.071 | -0.100 | 0.000 | 0.000 | 0.000 |
| 헤모글로빈 | -0.324 | 0.571 | 0.544 | 0.292 | 0.195 | 0.117 | 0.055 | 0.303 | 0.499 | 0.067 | -0.284 | 0.071 | 1.000 | -0.419 | 0.073 | 0.021 | 0.408 |
| 간 효소율 | 0.213 | -0.312 | -0.485 | -0.424 | -0.118 | -0.181 | -0.074 | -0.357 | -0.221 | -0.093 | 0.342 | -0.100 | -0.419 | 1.000 | 0.056 | 0.019 | 0.191 |
| 충치 | 0.122 | 0.075 | 0.061 | 0.020 | 0.036 | 0.000 | 0.000 | 0.022 | 0.000 | 0.016 | 0.000 | 0.000 | 0.073 | 0.056 | 1.000 | 0.000 | 0.097 |
| 요 단백 | 0.033 | 0.019 | 0.015 | 0.000 | 0.000 | 0.102 | 0.031 | 0.014 | 0.192 | 0.000 | 0.013 | 0.000 | 0.021 | 0.019 | 0.000 | 1.000 | 0.000 |
| label | 0.186 | 0.428 | 0.328 | 0.134 | 0.092 | 0.105 | 0.051 | 0.228 | 0.129 | 0.022 | 0.188 | 0.000 | 0.408 | 0.191 | 0.097 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| ID | 나이 | 키(cm) | 몸무게(kg) | BMI | 시력 | 충치 | 공복 혈당 | 혈압 | 중성 지방 | 혈청 크레아티닌 | 콜레스테롤 | 고밀도지단백 | 저밀도지단백 | 헤모글로빈 | 요 단백 | 간 효소율 | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | TRAIN_0000 | 35 | 170 | 70 | 24.22 | 1.10 | 1 | 98 | 40 | 80 | 1.3 | 211 | 75 | 120 | 15.9 | 1 | 1.53 | 1 |
| 1 | TRAIN_0001 | 40 | 150 | 55 | 24.44 | 1.00 | 0 | 173 | 39 | 104 | 0.6 | 251 | 46 | 184 | 11.8 | 1 | 1.45 | 0 |
| 2 | TRAIN_0002 | 60 | 170 | 50 | 17.30 | 0.75 | 0 | 96 | 40 | 61 | 0.8 | 144 | 43 | 89 | 15.3 | 1 | 1.04 | 0 |
| 3 | TRAIN_0003 | 40 | 150 | 45 | 20.00 | 0.50 | 0 | 92 | 40 | 46 | 0.7 | 178 | 66 | 110 | 13.4 | 1 | 1.18 | 0 |
| 4 | TRAIN_0004 | 55 | 155 | 65 | 27.06 | 1.00 | 0 | 87 | 42 | 95 | 0.9 | 232 | 62 | 151 | 13.8 | 1 | 1.32 | 0 |
| 5 | TRAIN_0005 | 50 | 160 | 55 | 21.48 | 1.05 | 0 | 79 | 53 | 112 | 0.7 | 218 | 67 | 128 | 13.6 | 1 | 0.95 | 0 |
| 6 | TRAIN_0006 | 60 | 170 | 60 | 20.76 | 1.00 | 1 | 83 | 34 | 167 | 0.9 | 168 | 41 | 94 | 16.3 | 1 | 0.84 | 0 |
| 7 | TRAIN_0007 | 40 | 175 | 75 | 24.49 | 1.10 | 0 | 84 | 38 | 64 | 1.2 | 232 | 50 | 169 | 15.7 | 1 | 0.60 | 1 |
| 8 | TRAIN_0008 | 40 | 160 | 60 | 23.44 | 0.30 | 0 | 112 | 64 | 295 | 0.7 | 246 | 60 | 127 | 13.5 | 1 | 1.00 | 1 |
| 9 | TRAIN_0009 | 45 | 160 | 50 | 19.53 | 1.10 | 0 | 86 | 36 | 58 | 0.9 | 171 | 45 | 114 | 12.3 | 1 | 1.33 | 0 |
| ID | 나이 | 키(cm) | 몸무게(kg) | BMI | 시력 | 충치 | 공복 혈당 | 혈압 | 중성 지방 | 혈청 크레아티닌 | 콜레스테롤 | 고밀도지단백 | 저밀도지단백 | 헤모글로빈 | 요 단백 | 간 효소율 | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6990 | TRAIN_6990 | 50 | 155 | 60 | 24.97 | 0.80 | 0 | 92 | 59 | 161 | 0.8 | 218 | 51 | 135 | 12.7 | 1 | 0.93 | 0 |
| 6991 | TRAIN_6991 | 45 | 170 | 70 | 24.22 | 0.60 | 0 | 93 | 53 | 40 | 1.1 | 152 | 51 | 96 | 15.8 | 1 | 0.97 | 0 |
| 6992 | TRAIN_6992 | 55 | 170 | 75 | 25.95 | 0.75 | 0 | 96 | 53 | 91 | 0.9 | 136 | 50 | 68 | 14.8 | 1 | 1.07 | 0 |
| 6993 | TRAIN_6993 | 35 | 170 | 100 | 34.60 | 0.40 | 0 | 104 | 42 | 144 | 1.0 | 209 | 37 | 143 | 16.8 | 1 | 0.61 | 1 |
| 6994 | TRAIN_6994 | 40 | 175 | 75 | 24.49 | 0.80 | 0 | 95 | 40 | 113 | 0.9 | 184 | 54 | 107 | 15.6 | 1 | 1.27 | 1 |
| 6995 | TRAIN_6995 | 25 | 170 | 65 | 22.49 | 1.50 | 0 | 87 | 45 | 141 | 1.2 | 184 | 44 | 112 | 14.9 | 1 | 1.50 | 0 |
| 6996 | TRAIN_6996 | 60 | 165 | 65 | 23.88 | 0.90 | 0 | 87 | 45 | 82 | 0.9 | 184 | 64 | 103 | 14.3 | 1 | 1.47 | 1 |
| 6997 | TRAIN_6997 | 40 | 180 | 100 | 30.86 | 1.20 | 0 | 97 | 44 | 87 | 0.9 | 178 | 54 | 107 | 15.6 | 1 | 1.00 | 0 |
| 6998 | TRAIN_6998 | 60 | 150 | 55 | 24.44 | 0.60 | 0 | 89 | 57 | 161 | 0.6 | 157 | 49 | 76 | 14.4 | 1 | 1.00 | 0 |
| 6999 | TRAIN_6999 | 50 | 165 | 65 | 23.88 | 0.65 | 0 | 104 | 47 | 124 | 0.8 | 251 | 56 | 170 | 13.6 | 1 | 0.81 | 0 |